{"id":"W2025696894","doi":"10.1007/s00228-011-1015-6","title":"Are traditional NSAIDs prescribed appropriately among French elderly with osteoarthritis? Results from the CADEUS cohort","year":2011,"lang":"en","type":"article","venue":"European Journal of Clinical Pharmacology","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Osteoarthritis; Medicine; Cohort; Cohort study; Physical therapy; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00480255,0.0002419243,0.000808431,0.00007336083,0.0001146263,0.00001775683,0.0003785691,0.0001140353,0.0006824498],"category_scores_gemma":[0.001168251,0.0001410089,0.0003223607,0.0001267332,0.0006482273,0.0001556119,0.00005003944,0.001733937,0.00009579083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002406176,"about_ca_system_score_gemma":0.0002167838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002169041,"about_ca_topic_score_gemma":0.00001189631,"domain_scores_codex":[0.9944612,0.002530356,0.001821675,0.0003316367,0.0005203792,0.0003347383],"domain_scores_gemma":[0.9955103,0.001495116,0.001817188,0.0002366147,0.0004082885,0.0005325356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02544757,0.001625926,0.6898118,0.00004335741,0.002220557,0.0310764,0.00171414,0.00001441406,0.001169653,0.00001827616,0.2142966,0.03256132],"study_design_scores_gemma":[0.01734705,0.005770787,0.9622949,0.0002209944,0.0007835649,0.000399374,0.00008747519,0.00002579991,0.0008892386,0.000032245,0.01198185,0.0001666617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863401,0.0002930226,0.0001302195,0.0008533773,0.003296438,0.0004562477,0.00006086639,0.00003018365,0.008539526],"genre_scores_gemma":[0.9899848,0.0001065685,0.0006981348,0.002207777,0.006728754,0.000005407558,0.0000184265,0.00004851403,0.000201617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724832,"threshold_uncertainty_score":0.7533189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075917009002732,"score_gpt":0.3198673932116619,"score_spread":0.2122756923113888,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}